{"id":"W4387119899","doi":"10.4236/ti.2023.144016","title":"Exploring the Relationship between Supply Chain Management Practices and Environmental Performance in the Freight Forwarding Industry: A Case Study in Malaysia","year":2023,"lang":"en","type":"article","venue":"Technology and Investment","topic":"Sustainable Supply Chain Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Supply chain; Business; Supply chain management; Ecological footprint; Industrial organization; Marketing; Sustainability","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001820298,0.0001971317,0.0001672607,0.00135993,0.0004299888,0.0001438501,0.0002924657,0.0000968589,0.000006332308],"category_scores_gemma":[0.0001036609,0.0001394951,0.00001572625,0.001806065,0.0001692873,0.0009157381,0.0007404534,0.0005949992,0.00001683322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008703808,"about_ca_system_score_gemma":0.000004718628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002733788,"about_ca_topic_score_gemma":0.0001144245,"domain_scores_codex":[0.9986678,0.00006248078,0.0002956534,0.0003745704,0.0002086294,0.0003908467],"domain_scores_gemma":[0.9992149,0.0002163318,0.000190537,0.000363426,0.00000537298,0.000009441043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000007566269,0.00007181708,0.9485355,0.00009593167,0.00003091508,0.0009971901,0.001289842,0.0001023426,6.813497e-7,0.04594604,0.00007595127,0.002846208],"study_design_scores_gemma":[0.0006661189,0.0000396432,0.7863913,0.00004104555,0.0000650588,0.00003229378,0.2010551,0.001589713,0.000001956357,0.006740517,0.003232837,0.0001443956],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909942,0.00009418809,0.000002334991,0.006264187,0.00004783841,0.001638045,9.009402e-7,0.0001057216,0.0008526021],"genre_scores_gemma":[0.9979221,0.0000515983,0.00002852825,0.0005939589,0.00007912122,0.001182525,0.00001127781,0.00001726238,0.0001136931],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1997652,"threshold_uncertainty_score":0.5688443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08474432730513393,"score_gpt":0.2639841698125275,"score_spread":0.1792398425073936,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}